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Information system design method based on user behavior pattern

An information system and design method technology, applied in the field of information system design based on user behavior patterns, can solve problems such as the inability to actively predict user behavior, and achieve the effects of saving system work time, high innovation, and lightening the load

Active Publication Date: 2017-12-01
成都优易数据有限公司
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  • Abstract
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AI Technical Summary

Problems solved by technology

[0004] Based on the analysis of the background technology, the present invention aims to solve the technical problem that the existing information system can only respond to the instruction behavior of the user (generally referring to the person or system interacting with the system), but cannot actively predict the user's behavior. Based on this technology Problem, the present invention provides an information system design method based on user behavior patterns. In this method, the inventor records the information through the operation of the information system user, and uses machine learning algorithms and models to monitor the use and data access of the information system. Analyze and predict the potential use possibility (Probability of Use) and data access possibility (Probability of Data Access) of the information system, and intelligently carry out the process of data processing and preparation at the back end of the information system

Method used

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  • Information system design method based on user behavior pattern

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Embodiment 1

[0052] Such as figure 2 Shown:

[0053] (1) User A (generally referring to the person or system that interacts with the system) uses the system’s business economic benefit analysis function on May 22, 2017, if the system detects that user A or the user most similar to user A in May 2017 If there is no historical access record before April 22, then obtain the current behavior pattern data and save it, otherwise, use the similarity evaluation method to find out the historical behavior pattern data of the information system with the greatest similarity (preset value can be used). In this example, the historical behavior pattern data (the system preset of 20170518-20170522 within 5 days before the current behavior occurred) is used.

[0054] (2) Classify and mark the acquired behavior pattern data, query the category of the behavior pattern data according to the classified and marked business category data table 2, and classify and mark it according to the category code correspo...

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Abstract

The invention discloses an information system design method based on a user behavior pattern. The method comprises the following steps that: obtaining behavior pattern data, carrying out classified labeling to obtain classified labeling data, carrying out user behavior prediction, triggering an activated forgetting function, preparing data information, obtaining user feedback, and correcting the activated forgetting function.

Description

technical field [0001] The invention relates to the technical field of information system design, in particular to an information system design method based on user behavior patterns. Background technique [0002] With the gradual development of information system design theory, the design method of information system has been gradually improved. Currently, there are two mainstream design methods. One is the top-down structured method. The structured method absorbs some design concepts from other methods to improve the efficiency and quality of system design. For example, the prototype method and Object-oriented methods, and the use of "use cases (Use Case)" to obtain and understand the functional requirements of the system, etc. Another mainstream design method is object-oriented design. Its main process is to clarify and refine the business requirements obtained from the analysis, select effective design styles to optimize the object structure, and design the system inter...

Claims

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Application Information

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IPC IPC(8): G06F17/30
CPCG06F16/21G06F16/2453G06F16/2457
Inventor 贺俊华傅玉生王永波鲜东
Owner 成都优易数据有限公司
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